Publications by authors named "Deepthi Godavarthi"
Blockchain technology uses a secure and decentralised framework for transaction management and data sharing within supply chains. This is particularly crucial in the pharmaceutical industry, where product authenticity and traceability are paramount. Blockchain plays a pivotal role in preventing product loss and counterfeiting, while simultaneously enhancing transparency and efficiency throughout the supply chain.
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- The Covid-19 pandemic has created global challenges, leading scientists to focus on developing treatments and vaccines.
- Our research proposes a machine learning system that utilizes natural language processing (NLP) to classify scientific literature related to Covid-19, making it easier for researchers to find relevant articles.
- We detail the methodology for building this classification system, using the COVID-19 open research dataset and evaluating performance through various classifiers like KNN and MLP, with an explainer built using XGBoost for model predictions.